Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9421222 0.9346796 0.9932364 0.9641983
bt 0.7406217 0.9145745 0.7552743 0.3923358
maxnet 0.6709539 0.9469154 0.7676654 0.4274429
gam 0.7759914 NA NA NA
glm 0.7095391 NA NA NA

Variable Importance